1 Number of participants from each country

Number of participants from each country
Australia Canada UK US total
n 609 303 366 297 1575
percent 39 19 23 19 100

2 Goodness of fit indices for 2 to 6 profile models

Goodness of fit indices for 2-6 profile models
Model Classes LogLik AIC BIC Entropy BLRT_val BLRT_p
1 2 -30250 60585 60816 0.95 2062 0.01
1 3 -29747 59610 59921 0.96 1005 0.01
1 4 -28953 58053 58444 0.96 1587 0.01
1 5 -28714 57603 58075 0.94 480 0.01
1 6 -28544 57295 57847 0.93 338 0.01

3 2 profile model

3.1 Plot

3.2 Latent profile membership

3.2.1 Overall membership

Number and percent of participants in each profile
1 2 total
n 164 1411 1575
percent 10 90 100

3.2.2 Country membership

Number of participants from each country in each profile
CountryLive 1 2 total
Australia 72 537 609
Canada 19 284 303
UK 21 345 366
US 52 245 297

3.2.3 Gender membership

Number of participants from each gender in each profile
Gender 1 2 total
1 79 473 552
2 85 938 1023

3.2.4 Differences on out of model variables

3.2.4.1 Ordinal/Continuous variables

Ordinal/continuous variables: Differences between profiles on each variable outside model
var mean_1 mean_2 t p.value df conf.low conf.high
agreeableness 14.73 15.73 -3.88 <.001 1573 -1.50 -0.49
belief_acc 53.02 56.44 -0.81 0.416 460 -11.68 4.84
businessokayworkinghome -0.14 0.01 -0.48 0.63 91 -0.77 0.47
casual_sources -0.10 0.01 -1.29 0.198 1573 -0.27 0.06
casual_trust -0.19 0.02 -2.59 0.01 1573 -0.38 -0.05
CheckNews 3.27 3.72 -5.33 <.001 1573 -0.61 -0.28
conscientious 13.62 13.83 -0.81 0.42 1573 -0.73 0.30
conservatism 9.88 9.69 0.96 0.335 1573 -0.20 0.59
cope_active 4.73 5.05 -2.47 0.014 1573 -0.57 -0.07
cope_denial 2.82 2.50 3.59 <.001 1573 0.14 0.49
cope_disengage 3.22 2.91 2.87 0.004 1573 0.10 0.52
cope_distraction 5.32 5.95 -5.01 <.001 1573 -0.88 -0.39
cope_emotsupp 4.19 4.41 -1.50 0.135 1573 -0.50 0.07
cope_instrsupp 3.80 4.04 -1.85 0.064 1573 -0.51 0.01
cope_planning 4.38 4.89 -3.86 <.001 1573 -0.77 -0.25
cope_reframing 4.94 5.05 -0.83 0.407 1573 -0.39 0.16
cope_substance 3.19 2.81 3.10 0.002 1573 0.14 0.61
cope_venting 3.77 3.69 0.72 0.471 1573 -0.14 0.31
CovidLength 3.57 3.72 -1.13 0.258 1535 -0.41 0.11
CRT_acc 45.76 48.47 -0.58 0.564 462 -11.90 6.49
cultural_tightloose 22.86 23.79 -3.05 0.002 1573 -1.53 -0.33
DASS_anxiety 5.40 4.14 1.88 0.06 408 -0.05 2.57
DASS_depression 6.72 6.53 0.24 0.811 408 -1.39 1.77
DASS_stress 8.38 7.25 1.43 0.155 408 -0.43 2.69
EAT_acc 64.45 67.95 -1.74 0.082 865 -7.46 0.44
extraversion 12.14 11.07 3.16 0.002 1573 0.40 1.72
FinancialSit 1.74 1.72 0.32 0.751 1573 -0.08 0.12
gov_trust 0.18 -0.02 2.47 0.014 1573 0.04 0.37
HouseholdNumber 4.34 3.14 2.63 0.009 1506 0.31 2.10
intellect 14.67 15.18 -2.01 0.044 1573 -1.00 -0.01
LeaveHome 1.27 1.42 -3.55 <.001 1573 -0.22 -0.06
morality 14.98 13.75 2.39 0.017 409 0.22 2.24
neuroticism 11.54 11.85 -1.04 0.298 1573 -0.90 0.28
NumberDeaths 23786.25 1834172.34 -0.34 0.735 1535 -12318909.19 8698137.01
NumberInfected 386624.34 1224223.07 -0.38 0.701 1535 -5115082.71 3439885.25
NumberInfectmonth 6893505.09 3910828.99 0.41 0.679 1535 -11135559.74 17100911.95
official_sources -0.34 0.04 -4.57 <.001 1573 -0.54 -0.21
official_trust -0.59 0.07 -8.18 <.001 1573 -0.82 -0.50
PHQ 39.08 38.33 0.40 0.689 405 -2.95 4.45
PublicReact 2.96 3.49 -8.01 <.001 1535 -0.66 -0.40
reactance 43.54 39.66 5.72 <.001 1573 2.55 5.21
ReasonsLeaveHome_1 3.68 4.29 -5.30 <.001 938 -0.83 -0.38
ReasonsLeaveHome_10 3.47 4.17 -6.36 <.001 938 -0.91 -0.48
ReasonsLeaveHome_11 3.82 4.66 -9.62 <.001 938 -1.01 -0.67
ReasonsLeaveHome_2 4.40 4.28 1.00 0.32 938 -0.12 0.36
ReasonsLeaveHome_3 3.06 3.31 -2.12 0.034 938 -0.48 -0.02
ReasonsLeaveHome_4 3.36 3.61 -3.37 0.001 938 -0.39 -0.10
ReasonsLeaveHome_5 4.61 4.68 -1.22 0.221 938 -0.18 0.04
ReasonsLeaveHome_6 4.92 4.92 0.17 0.862 938 -0.06 0.07
ReasonsLeaveHome_7 4.61 4.78 -2.55 0.011 938 -0.31 -0.04
ReasonsLeaveHome_8 4.13 4.75 -10.32 <.001 938 -0.74 -0.51
ReasonsLeaveHome_9 4.86 4.98 -4.50 <.001 935 -0.18 -0.07
resilience_adapt 0.15 -0.02 1.97 0.048 1573 0.00 0.32
RWA 8.96 9.05 -0.47 0.638 1573 -0.46 0.28
social_media_n 1.96 2.00 -0.37 0.71 1573 -0.24 0.17
SourceCheck 3.16 3.44 -3.02 0.003 1573 -0.45 -0.10
worksupportedworkinghome -0.09 -0.01 -0.44 0.662 426 -0.45 0.29

3.2.4.2 categorical variables

Chi-square test was used for categorical variables. If the observerd frequency was less than 5 in a single cell then Fisher’s Exact test was used.

## Warning: attributes are not identical across measure variables;
## they will be dropped
Categorical variables (Chi-square): Differences between profiles on each variable outside model
var chi_sq p.value df
Gender 13.21 <.001 1
Workessential 7.91 0.019 2
Layoff 0.25 0.617 1
MaritalStatus 4.08 0.253 3
Children 0.34 0.557 1
Elderly 0.03 0.852 1
ElderlyLive 0.43 0.511 1
Job 0.59 0.441 1 

## Warning: attributes are not identical across measure variables;
## they will be dropped
Categorical variables (Fisher’s exact): Differences between profiles on each variable outside model
var p.value
LossofJob 1.00
Wherework 0.06

4 3 profile model

4.1 Latent profile membership

4.1.1 Overall membership

Number and percent of participants in each profile
1 2 3 total
n 103 748 724 1575
percent 7 47 46 100

4.1.2 Country membership

Number of participants from each country in each profile
CountryLive 1 2 3 total
Australia 46 392 171 609
Canada 12 104 187 303
UK 11 157 198 366
US 34 95 168 297

4.1.3 Gender membership

Number of participants from each gender in each profile
Gender 1 2 3 total
1 47 253 252 552
2 56 495 472 1023

4.1.4 Differences on out of model variables

4.1.4.1 Ordinal/Continuous variables

Ordinal/continuous variables: Differences between profiles on each variable outside model
var term df sumsq meansq F p.value
CRT_acc .x\(Class </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 2984.73 </td> <td style="text-align:right;"> 1492.37 </td> <td style="text-align:left;"> 1.33 </td> <td style="text-align:left;"> 0.266 </td> </tr> <tr> <td style="text-align:left;"> CRT_acc </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 461 </td> <td style="text-align:right;"> 518235.80 </td> <td style="text-align:right;"> 1124.16 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;"> belief_acc </td> <td style="text-align:left;"> .x\)Class 2 3925.30 1962.65 2.2 0.112
belief_acc Residuals 459 408781.68 890.59
EAT_acc .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3196.98 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 1598.49 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 4.26 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 0.014 </td> </tr> <tr> <td style="text-align:left;"> EAT_acc </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 864 </td> <td style="text-align:right;"> 324094.69 </td> <td style="text-align:right;"> 375.11 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> agreeableness </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 2 122.69 61.34 6.31 0.002
agreeableness Residuals 1572 15275.26 9.72
conscientious .x\(Class </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 52.38 </td> <td style="text-align:right;"> 26.19 </td> <td style="text-align:left;"> 2.57 </td> <td style="text-align:left;"> 0.077 </td> </tr> <tr> <td style="text-align:left;"> conscientious </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1572 </td> <td style="text-align:right;"> 16026.09 </td> <td style="text-align:right;"> 10.19 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> extraversion </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 2 170.10 85.05 5.12 0.006
extraversion Residuals 1572 26110.46 16.61
intellect .x\(Class </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 15.43 </td> <td style="text-align:right;"> 7.72 </td> <td style="text-align:left;"> 0.82 </td> <td style="text-align:left;"> 0.44 </td> </tr> <tr> <td style="text-align:left;"> intellect </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1572 </td> <td style="text-align:right;"> 14750.91 </td> <td style="text-align:right;"> 9.38 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;"> neuroticism </td> <td style="text-align:left;"> .x\)Class 2 34.43 17.22 1.31 0.271
neuroticism Residuals 1572 20723.04 13.18
resilience_adapt .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 28.38 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 14.19 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 14.43 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> resilience_adapt </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1572 </td> <td style="text-align:right;"> 1545.62 </td> <td style="text-align:right;"> 0.98 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> cope_distraction </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 2 49.93 24.96 10.64 <.001
cope_distraction Residuals 1572 3687.85 2.35
cope_active .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 40.60 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 20.30 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 8.35 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> cope_active </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1572 </td> <td style="text-align:right;"> 3821.38 </td> <td style="text-align:right;"> 2.43 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> cope_denial </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 2 21.58 10.79 9.31 <.001
cope_denial Residuals 1572 1821.06 1.16
cope_substance .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 43.55 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 21.77 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 10.17 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> cope_substance </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1572 </td> <td style="text-align:right;"> 3366.78 </td> <td style="text-align:right;"> 2.14 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> cope_emotsupp </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 2 24.09 12.04 3.93 0.02
cope_emotsupp Residuals 1572 4812.38 3.06
cope_instrsupp .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 22.62 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 11.31 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 4.36 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 0.013 </td> </tr> <tr> <td style="text-align:left;"> cope_instrsupp </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1572 </td> <td style="text-align:right;"> 4076.71 </td> <td style="text-align:right;"> 2.59 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> cope_disengage </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 2 12.28 6.14 3.58 0.028
cope_disengage Residuals 1572 2696.83 1.72
cope_venting .x\(Class </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 6.51 </td> <td style="text-align:right;"> 3.26 </td> <td style="text-align:left;"> 1.67 </td> <td style="text-align:left;"> 0.188 </td> </tr> <tr> <td style="text-align:left;"> cope_venting </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1572 </td> <td style="text-align:right;"> 3056.75 </td> <td style="text-align:right;"> 1.94 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;"> cope_reframing </td> <td style="text-align:left;"> .x\)Class 2 6.09 3.04 1.08 0.339
cope_reframing Residuals 1572 4417.73 2.81
cope_planning .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 99.77 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 49.88 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 19.92 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> cope_planning </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1572 </td> <td style="text-align:right;"> 3935.70 </td> <td style="text-align:right;"> 2.50 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> gov_trust </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 2 32.91 16.46 16.79 <.001
gov_trust Residuals 1572 1541.09 0.98
conservatism .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 93.09 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 46.55 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 7.89 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> conservatism </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1572 </td> <td style="text-align:right;"> 9271.67 </td> <td style="text-align:right;"> 5.90 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> reactance </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 2 2343.04 1171.52 17.35 <.001
reactance Residuals 1572 106168.28 67.54
cultural_tightloose .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 183.83 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 91.92 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 6.76 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 0.001 </td> </tr> <tr> <td style="text-align:left;"> cultural_tightloose </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1572 </td> <td style="text-align:right;"> 21373.44 </td> <td style="text-align:right;"> 13.60 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> RWA </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 2 76.67 38.34 7.28 0.001
RWA Residuals 1572 8275.27 5.26
morality .x\(Class </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 59.38 </td> <td style="text-align:right;"> 29.69 </td> <td style="text-align:left;"> 2.55 </td> <td style="text-align:left;"> 0.079 </td> </tr> <tr> <td style="text-align:left;"> morality </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 408 </td> <td style="text-align:right;"> 4745.53 </td> <td style="text-align:right;"> 11.63 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> FinancialSit </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 2 3.79 1.90 5.02 0.007
FinancialSit Residuals 1572 594.17 0.38
worksupportedworkinghome .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 7.08 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3.54 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 3.55 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 0.029 </td> </tr> <tr> <td style="text-align:left;"> worksupportedworkinghome </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 425 </td> <td style="text-align:right;"> 423.35 </td> <td style="text-align:right;"> 1.00 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;"> businessokayworkinghome </td> <td style="text-align:left;"> .x\)Class 2 2.68 1.34 1.34 0.267
businessokayworkinghome Residuals 90 89.88 1.00
PHQ .x\(Class </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 104.67 </td> <td style="text-align:right;"> 52.34 </td> <td style="text-align:left;"> 0.34 </td> <td style="text-align:left;"> 0.714 </td> </tr> <tr> <td style="text-align:left;"> PHQ </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 404 </td> <td style="text-align:right;"> 62780.48 </td> <td style="text-align:right;"> 155.40 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;"> DASS_stress </td> <td style="text-align:left;"> .x\)Class 2 32.69 16.35 0.59 0.556
DASS_stress Residuals 407 11330.42 27.84
DASS_anxiety .x\(Class </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 71.98 </td> <td style="text-align:right;"> 35.99 </td> <td style="text-align:left;"> 1.84 </td> <td style="text-align:left;"> 0.16 </td> </tr> <tr> <td style="text-align:left;"> DASS_anxiety </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 407 </td> <td style="text-align:right;"> 7955.72 </td> <td style="text-align:right;"> 19.55 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;"> DASS_depression </td> <td style="text-align:left;"> .x\)Class 2 6.81 3.41 0.12 0.887
DASS_depression Residuals 407 11530.61 28.33
official_sources .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 16.45 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 8.22 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 8.3 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> official_sources </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1572 </td> <td style="text-align:right;"> 1557.55 </td> <td style="text-align:right;"> 0.99 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> casual_sources </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 2 46.66 23.33 24.01 <.001
casual_sources Residuals 1572 1527.34 0.97
SourceCheck .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 41.14 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 20.57 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 17.14 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> SourceCheck </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1572 </td> <td style="text-align:right;"> 1886.08 </td> <td style="text-align:right;"> 1.20 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> CheckNews </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 2 99.64 49.82 50.09 <.001
CheckNews Residuals 1572 1563.57 0.99
NumberInfected .x\(Class </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 774729647605330.62 </td> <td style="text-align:right;"> 387364823802665.31 </td> <td style="text-align:left;"> 0.57 </td> <td style="text-align:left;"> 0.563 </td> </tr> <tr> <td style="text-align:left;"> NumberInfected </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1534 </td> <td style="text-align:right;"> 1034112557849269888.00 </td> <td style="text-align:right;"> 674128134191179.88 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;"> NumberDeaths </td> <td style="text-align:left;"> .x\)Class 2 4845789461934100.00 2422894730967050.00 0.6 0.551
NumberDeaths Residuals 1534 6240984855027569664.00 4068438627788507.00
NumberInfectmonth .x\(Class </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 21449891451830496.00 </td> <td style="text-align:right;"> 10724945725915248.00 </td> <td style="text-align:left;"> 1.46 </td> <td style="text-align:left;"> 0.232 </td> </tr> <tr> <td style="text-align:left;"> NumberInfectmonth </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1534 </td> <td style="text-align:right;"> 11252704514377971712.00 </td> <td style="text-align:right;"> 7335530974170777.00 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> PublicReact </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 2 48.18 24.09 39.11 <.001
PublicReact Residuals 1534 944.83 0.62
CovidLength .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 49.31 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 24.65 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 9.97 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> CovidLength </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1534 </td> <td style="text-align:right;"> 3794.59 </td> <td style="text-align:right;"> 2.47 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> LeaveHome </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 2 9.03 4.52 19.2 <.001
LeaveHome Residuals 1572 369.76 0.24
ReasonsLeaveHome_1 .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 33.66 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 16.83 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 12.34 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> ReasonsLeaveHome_1 </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 937 </td> <td style="text-align:right;"> 1278.06 </td> <td style="text-align:right;"> 1.36 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;"> ReasonsLeaveHome_2 </td> <td style="text-align:left;"> .x\)Class 2 1.13 0.57 0.36 0.696
ReasonsLeaveHome_2 Residuals 937 1463.06 1.56
ReasonsLeaveHome_3 .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 22.00 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 11.00 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 7.68 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> ReasonsLeaveHome_3 </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 937 </td> <td style="text-align:right;"> 1342.53 </td> <td style="text-align:right;"> 1.43 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> ReasonsLeaveHome_4 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 2 5.52 2.76 4.96 0.007
ReasonsLeaveHome_4 Residuals 937 521.96 0.56
ReasonsLeaveHome_5 .x\(Class </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 0.58 </td> <td style="text-align:right;"> 0.29 </td> <td style="text-align:left;"> 0.86 </td> <td style="text-align:left;"> 0.423 </td> </tr> <tr> <td style="text-align:left;"> ReasonsLeaveHome_5 </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 937 </td> <td style="text-align:right;"> 317.80 </td> <td style="text-align:right;"> 0.34 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;"> ReasonsLeaveHome_6 </td> <td style="text-align:left;"> .x\)Class 2 0.10 0.05 0.4 0.671
ReasonsLeaveHome_6 Residuals 937 115.76 0.12
ReasonsLeaveHome_7 .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 6.12 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3.06 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 6.33 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 0.002 </td> </tr> <tr> <td style="text-align:left;"> ReasonsLeaveHome_7 </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 937 </td> <td style="text-align:right;"> 452.58 </td> <td style="text-align:right;"> 0.48 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> ReasonsLeaveHome_8 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 2 44.23 22.12 58.67 <.001
ReasonsLeaveHome_8 Residuals 937 353.19 0.38
ReasonsLeaveHome_9 .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2.38 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 1.19 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 14.88 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> ReasonsLeaveHome_9 </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 934 </td> <td style="text-align:right;"> 74.53 </td> <td style="text-align:right;"> 0.08 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> ReasonsLeaveHome_10 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 2 55.29 27.65 22.24 <.001
ReasonsLeaveHome_10 Residuals 937 1164.88 1.24
ReasonsLeaveHome_11 .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 81.51 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 40.75 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 51.8 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> ReasonsLeaveHome_11 </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 937 </td> <td style="text-align:right;"> 737.14 </td> <td style="text-align:right;"> 0.79 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> HouseholdNumber </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 2 516.90 258.45 9.03 <.001
HouseholdNumber Residuals 1505 43083.47 28.63
social_media_n .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 20.36 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 10.18 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 6.44 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 0.002 </td> </tr> <tr> <td style="text-align:left;"> social_media_n </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1572 </td> <td style="text-align:right;"> 2486.63 </td> <td style="text-align:right;"> 1.58 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> official_trust </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 2 57.16 28.58 29.62 <.001
official_trust Residuals 1572 1516.84 0.96
casual_trust .x$Class 2 7.96 3.98 4 0.019
casual_trust Residuals 1572 1566.04 1.00

4.1.4.2 categorical variables

## Warning: attributes are not identical across measure variables;
## they will be dropped
## Warning in chisq.test(.x$Class, .x$val): Chi-squared approximation may be
## incorrect

## Warning in chisq.test(.x$Class, .x$val): Chi-squared approximation may be
## incorrect
Categorical variables (Chi-square): Differences between profiles on each variable outside model
var chi_sq p.value df F
Gender 5.58 0.061 2 0
Workessential 12.84 0.012 4 0
Layoff 2.44 0.295 2 0
MaritalStatus 117.78 <.001 6 0
Children 27.26 <.001 2 0
Elderly 0.25 0.885 2 0
ElderlyLive 0.69 0.71 2 0
Job 1.85 0.397 2 0 

## Warning: attributes are not identical across measure variables;
## they will be dropped
Categorical variables (Fisher’s exact): Differences between profiles on each variable outside model
var p.value F
LossofJob 0.773 0
Wherework <.001 0

5 4 profile model

5.1 Latent profile membership

5.1.1 Overall membership

Number and percent of participants in each profile
1 2 3 4 total
n 112 677 623 163 1575
percent 7 43 40 10 100

5.1.2 Country membership

Number of participants from each country in each profile
CountryLive 1 2 3 4 total
Australia 50 363 149 47 609
Canada 12 92 161 38 303
UK 14 140 175 37 366
US 36 82 138 41 297

5.1.3 Gender membership

Number of participants from each gender in each profile
Gender 1 2 3 4 total
1 53 231 221 47 552
2 59 446 402 116 1023

5.1.4 Differences on out of model variables

5.1.4.1 Ordinal/Continuous variables

Ordinal/continuous variables: Differences between profiles on each variable outside model
var term df sumsq meansq F p.value
CRT_acc .x\(Class </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 5276.7 </td> <td style="text-align:right;"> 1758.90 </td> <td style="text-align:left;"> 1.57 </td> <td style="text-align:left;"> 0.196 </td> </tr> <tr> <td style="text-align:left;"> CRT_acc </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 460 </td> <td style="text-align:right;"> 515943.8 </td> <td style="text-align:right;"> 1121.62 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;"> belief_acc </td> <td style="text-align:left;"> .x\)Class 3 4688.4 1562.79 1.75 0.155
belief_acc Residuals 458 408018.6 890.87
EAT_acc .x\(Class </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 2517.8 </td> <td style="text-align:right;"> 839.26 </td> <td style="text-align:left;"> 2.23 </td> <td style="text-align:left;"> 0.083 </td> </tr> <tr> <td style="text-align:left;"> EAT_acc </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 863 </td> <td style="text-align:right;"> 324773.9 </td> <td style="text-align:right;"> 376.33 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> agreeableness </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 3 137.3 45.77 4.71 0.003
agreeableness Residuals 1571 15260.7 9.71
conscientious .x\(Class </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 52.6 </td> <td style="text-align:right;"> 17.53 </td> <td style="text-align:left;"> 1.72 </td> <td style="text-align:left;"> 0.161 </td> </tr> <tr> <td style="text-align:left;"> conscientious </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1571 </td> <td style="text-align:right;"> 16025.9 </td> <td style="text-align:right;"> 10.20 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> extraversion </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 3 228.6 76.21 4.6 0.003
extraversion Residuals 1571 26051.9 16.58
intellect .x\(Class </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 10.6 </td> <td style="text-align:right;"> 3.53 </td> <td style="text-align:left;"> 0.38 </td> <td style="text-align:left;"> 0.77 </td> </tr> <tr> <td style="text-align:left;"> intellect </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1571 </td> <td style="text-align:right;"> 14755.7 </td> <td style="text-align:right;"> 9.39 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;"> neuroticism </td> <td style="text-align:left;"> .x\)Class 3 28.4 9.45 0.72 0.542
neuroticism Residuals 1571 20729.1 13.19
resilience_adapt .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 19.4 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 6.47 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 6.54 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> resilience_adapt </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1571 </td> <td style="text-align:right;"> 1554.6 </td> <td style="text-align:right;"> 0.99 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> cope_distraction </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 3 45.7 15.24 6.48 <.001
cope_distraction Residuals 1571 3692.1 2.35
cope_active .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 43.3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 14.45 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 5.94 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> cope_active </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1571 </td> <td style="text-align:right;"> 3818.6 </td> <td style="text-align:right;"> 2.43 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> cope_denial </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 3 22.6 7.55 6.51 <.001
cope_denial Residuals 1571 1820.0 1.16
cope_substance .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 59.5 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 19.82 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 9.29 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> cope_substance </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1571 </td> <td style="text-align:right;"> 3350.9 </td> <td style="text-align:right;"> 2.13 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> cope_emotsupp </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 3 34.7 11.57 3.79 0.01
cope_emotsupp Residuals 1571 4801.7 3.06
cope_instrsupp .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 21.7 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 7.24 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 2.79 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 0.039 </td> </tr> <tr> <td style="text-align:left;"> cope_instrsupp </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1571 </td> <td style="text-align:right;"> 4077.6 </td> <td style="text-align:right;"> 2.60 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;"> cope_disengage </td> <td style="text-align:left;"> .x\)Class 3 11.3 3.76 2.19 0.088
cope_disengage Residuals 1571 2697.8 1.72
cope_venting .x\(Class </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 11.7 </td> <td style="text-align:right;"> 3.91 </td> <td style="text-align:left;"> 2.01 </td> <td style="text-align:left;"> 0.11 </td> </tr> <tr> <td style="text-align:left;"> cope_venting </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1571 </td> <td style="text-align:right;"> 3051.6 </td> <td style="text-align:right;"> 1.94 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;"> cope_reframing </td> <td style="text-align:left;"> .x\)Class 3 6.1 2.05 0.73 0.536
cope_reframing Residuals 1571 4417.7 2.81
cope_planning .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 72.8 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 24.28 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 9.63 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> cope_planning </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1571 </td> <td style="text-align:right;"> 3962.6 </td> <td style="text-align:right;"> 2.52 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> gov_trust </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 3 35.5 11.84 12.09 <.001
gov_trust Residuals 1571 1538.5 0.98
conservatism .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 100.5 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 33.49 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 5.68 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 0.001 </td> </tr> <tr> <td style="text-align:left;"> conservatism </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1571 </td> <td style="text-align:right;"> 9264.3 </td> <td style="text-align:right;"> 5.90 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> reactance </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 3 2292.8 764.27 11.3 <.001
reactance Residuals 1571 106218.5 67.61
cultural_tightloose .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 114.1 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 38.02 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 2.79 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 0.04 </td> </tr> <tr> <td style="text-align:left;"> cultural_tightloose </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1571 </td> <td style="text-align:right;"> 21443.2 </td> <td style="text-align:right;"> 13.65 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> RWA </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 3 71.8 23.92 4.54 0.004
RWA Residuals 1571 8280.2 5.27
morality .x\(Class </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 79.3 </td> <td style="text-align:right;"> 26.42 </td> <td style="text-align:left;"> 2.28 </td> <td style="text-align:left;"> 0.079 </td> </tr> <tr> <td style="text-align:left;"> morality </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 407 </td> <td style="text-align:right;"> 4725.6 </td> <td style="text-align:right;"> 11.61 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> FinancialSit </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 3 5.9 1.97 5.21 0.001
FinancialSit Residuals 1571 592.1 0.38
worksupportedworkinghome .x\(Class </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 5.5 </td> <td style="text-align:right;"> 1.83 </td> <td style="text-align:left;"> 1.83 </td> <td style="text-align:left;"> 0.141 </td> </tr> <tr> <td style="text-align:left;"> worksupportedworkinghome </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 424 </td> <td style="text-align:right;"> 424.9 </td> <td style="text-align:right;"> 1.00 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;"> businessokayworkinghome </td> <td style="text-align:left;"> .x\)Class 3 2.8 0.93 0.92 0.433
businessokayworkinghome Residuals 89 89.8 1.01
PHQ .x\(Class </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 444.1 </td> <td style="text-align:right;"> 148.04 </td> <td style="text-align:left;"> 0.96 </td> <td style="text-align:left;"> 0.414 </td> </tr> <tr> <td style="text-align:left;"> PHQ </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 403 </td> <td style="text-align:right;"> 62441.0 </td> <td style="text-align:right;"> 154.94 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;"> DASS_stress </td> <td style="text-align:left;"> .x\)Class 3 18.4 6.14 0.22 0.883
DASS_stress Residuals 406 11344.7 27.94
DASS_anxiety .x\(Class </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 54.1 </td> <td style="text-align:right;"> 18.03 </td> <td style="text-align:left;"> 0.92 </td> <td style="text-align:left;"> 0.432 </td> </tr> <tr> <td style="text-align:left;"> DASS_anxiety </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 406 </td> <td style="text-align:right;"> 7973.6 </td> <td style="text-align:right;"> 19.64 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;"> DASS_depression </td> <td style="text-align:left;"> .x\)Class 3 91.7 30.57 1.08 0.355
DASS_depression Residuals 406 11445.7 28.19
official_sources .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 18.0 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 6.00 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 6.06 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> official_sources </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1571 </td> <td style="text-align:right;"> 1556.0 </td> <td style="text-align:right;"> 0.99 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> casual_sources </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 3 47.9 15.96 16.43 <.001
casual_sources Residuals 1571 1526.1 0.97
SourceCheck .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 45.3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 15.11 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 12.62 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> SourceCheck </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1571 </td> <td style="text-align:right;"> 1881.9 </td> <td style="text-align:right;"> 1.20 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> CheckNews </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 3 105.6 35.19 35.49 <.001
CheckNews Residuals 1571 1557.7 0.99
NumberInfected .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 6001388828448256.0 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2000462942816085.25 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 2.98 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 0.03 </td> </tr> <tr> <td style="text-align:left;"> NumberInfected </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1533 </td> <td style="text-align:right;"> 1028885898668426880.0 </td> <td style="text-align:right;"> 671158446619978.38 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;"> NumberDeaths </td> <td style="text-align:left;"> .x\)Class 3 6263881643480407.0 2087960547826802.25 0.51 0.673
NumberDeaths Residuals 1533 6239566762846023680.0 4070167490440981.00
NumberInfectmonth .x\(Class </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 35964034798518932.0 </td> <td style="text-align:right;"> 11988011599506310.00 </td> <td style="text-align:left;"> 1.64 </td> <td style="text-align:left;"> 0.179 </td> </tr> <tr> <td style="text-align:left;"> NumberInfectmonth </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1533 </td> <td style="text-align:right;"> 11238190371031287808.0 </td> <td style="text-align:right;"> 7330848252466593.00 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> PublicReact </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 3 47.8 15.93 25.84 <.001
PublicReact Residuals 1533 945.2 0.62
CovidLength .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 72.7 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 24.22 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 9.85 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> CovidLength </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1533 </td> <td style="text-align:right;"> 3771.2 </td> <td style="text-align:right;"> 2.46 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> LeaveHome </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 3 8.6 2.88 12.21 <.001
LeaveHome Residuals 1571 370.2 0.24
ReasonsLeaveHome_1 .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 29.0 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 9.67 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 7.06 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> ReasonsLeaveHome_1 </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 936 </td> <td style="text-align:right;"> 1282.7 </td> <td style="text-align:right;"> 1.37 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;"> ReasonsLeaveHome_2 </td> <td style="text-align:left;"> .x\)Class 3 3.0 1.01 0.64 0.587
ReasonsLeaveHome_2 Residuals 936 1461.2 1.56
ReasonsLeaveHome_3 .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 27.3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 9.11 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 6.38 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> ReasonsLeaveHome_3 </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 936 </td> <td style="text-align:right;"> 1337.2 </td> <td style="text-align:right;"> 1.43 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> ReasonsLeaveHome_4 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 3 5.5 1.82 3.27 0.021
ReasonsLeaveHome_4 Residuals 936 522.0 0.56
ReasonsLeaveHome_5 .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 7.2 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2.40 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 7.2 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> ReasonsLeaveHome_5 </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 936 </td> <td style="text-align:right;"> 311.2 </td> <td style="text-align:right;"> 0.33 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> ReasonsLeaveHome_6 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 3 4.4 1.46 12.27 <.001
ReasonsLeaveHome_6 Residuals 936 111.5 0.12
ReasonsLeaveHome_7 .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 7.1 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2.36 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 4.9 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 0.002 </td> </tr> <tr> <td style="text-align:left;"> ReasonsLeaveHome_7 </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 936 </td> <td style="text-align:right;"> 451.6 </td> <td style="text-align:right;"> 0.48 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> ReasonsLeaveHome_8 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 3 41.6 13.87 36.48 <.001
ReasonsLeaveHome_8 Residuals 936 355.8 0.38
ReasonsLeaveHome_9 .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 2.7 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 0.90 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 11.25 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> ReasonsLeaveHome_9 </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 933 </td> <td style="text-align:right;"> 74.2 </td> <td style="text-align:right;"> 0.08 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> ReasonsLeaveHome_10 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 3 52.6 17.54 14.06 <.001
ReasonsLeaveHome_10 Residuals 936 1167.5 1.25
ReasonsLeaveHome_11 .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 65.6 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 21.87 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 27.19 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> &lt;.001 </td> </tr> <tr> <td style="text-align:left;"> ReasonsLeaveHome_11 </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 936 </td> <td style="text-align:right;"> 753.0 </td> <td style="text-align:right;"> 0.80 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> HouseholdNumber </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 3 480.6 160.21 5.59 0.001
HouseholdNumber Residuals 1504 43119.7 28.67
social_media_n .x\(Class </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 3 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 18.5 </td> <td style="text-align:right;font-weight: bold;color: red !important;"> 6.15 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 3.89 </td> <td style="text-align:left;font-weight: bold;color: red !important;"> 0.009 </td> </tr> <tr> <td style="text-align:left;"> social_media_n </td> <td style="text-align:left;"> Residuals </td> <td style="text-align:right;"> 1571 </td> <td style="text-align:right;"> 2488.5 </td> <td style="text-align:right;"> 1.58 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> </td> </tr> <tr> <td style="text-align:left;font-weight: bold;color: red !important;"> official_trust </td> <td style="text-align:left;font-weight: bold;color: red !important;"> .x\)Class 3 54.8 18.27 18.9 <.001
official_trust Residuals 1571 1519.2 0.97
casual_trust .x$Class 3 9.4 3.14 3.15 0.024
casual_trust Residuals 1571 1564.6 1.00

5.1.4.2 categorical variables

## Warning: attributes are not identical across measure variables;
## they will be dropped
## Warning in chisq.test(.x$Class, .x$val): Chi-squared approximation may be
## incorrect
Categorical variables (Chi-square): Differences between profiles on each variable outside model
var chi_sq p.value df F
Gender 10.5 0.015 3 0
Workessential 13.3 0.039 6 0
Layoff 2.8 0.432 3 0
MaritalStatus 153.2 <.001 9 0
Children 22.3 <.001 3 0
Elderly 1.3 0.738 3 0
ElderlyLive 2.0 0.574 3 0
Job 2.6 0.463 3 0 

## Warning: attributes are not identical across measure variables;
## they will be dropped
Categorical variables (Fisher’s exact): Differences between profiles on each variable outside model
var p.value F
LossofJob 0.945 0
Wherework <.001 0

6 List of goodness of fit indices

A list and description of the GFI that can be computed for LPA models.